Normalization

java.lang.Object

me.damoebe.architectures.transformer.Normalization

public class Normalization extends Object

A class for Sub-Layer normalisation, it stores weights and biases.

Konstruktorübersicht

Konstruktoren

Konstruktor

Beschreibung

Normalization(int embeddingAmount, int embeddingSize)

Main constructor for Normalisation class
Methodenübersicht

Modifizierer und Typ

Methode

Beschreibung

final Sequence[]

normalize(Sequence... embeddings)

Normalize 1 or 2 embeddings

Von Klasse geerbte Methoden java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Konstruktordetails
- Normalization
  
  public Normalization(int embeddingAmount, int embeddingSize)
  
  Main constructor for Normalisation class
  
  Parameter:
  
  embeddingAmount - The embedding amount
  
  embeddingSize - The embedding size (*2 if two sequences)
Methodendetails
- normalize
  
  public final Sequence[] normalize(Sequence... embeddings)
  
  Normalize 1 or 2 embeddings
  
  Parameter:
  
  embeddings - The embedding-lists that should be normalized.
  
  Gibt zurück:
  
  The normalized embedding-lists